Rasmussen Michael, Platell Cameron, Jones Mark
Education, Development and Research Department, Royal Australasian College of Surgeons, Melbourne, Victoria, Australia.
Colorectal Surgical Unit, St John of God Hospital, Perth, Western Australia, Australia.
ANZ J Surg. 2018 Nov;88(11):1168-1173. doi: 10.1111/ans.14885. Epub 2018 Oct 10.
To develop a risk-adjustment model for unplanned return to theatre (URTT) outcomes following colorectal surgeries in Australia and New Zealand hospitals and apply top-down and bottom-up statistical process control methods for fair comparison of hospitals and surgeons' URTT rates.
We analysed URTT outcomes from hospitals contributing data to the Bi-National Colorectal Cancer Audit clinical registry between 2007 and 2016. Preoperative and intraoperative covariates were considered for risk adjustment. A risk-adjusted rate funnel plot was prepared for between-hospital comparisons and identification of outlying hospitals with unusually high rates of URTT. Cumulative observed-minus-expected charts with cumulative sum signals were then presented for surgeons within an outlying hospital.
The study included 15 134 patients and 166 surgeons across 70 hospitals. The weighted average URTT rate was 5.2%. The risk-adjustment model identified 12 preoperative and intraoperative variables that significantly raise the risk of URTT: male sex, American Society of Anesthesiologists score, emergency admissions, conversion entry, left hemicolectomy, total colectomy, proctocolectomy, lower anterior resection, ultra-low anterior resection, abdominoperineal resection, organ resection and excess lymph nodes harvested. Right hemicolectomy significantly reduced risk of URTT. URTT rates were not found to significantly vary across seniority of operator; however, comparisons were limited by lack of data on junior operators. The funnel plot identified five hospitals as 'possible outliers' and hospital T was identified as a 'definite outlier'. The cumulative observed-minus-expected charts with cumulative sum signals showed that within hospital T, one surgeon among three had a particularly bad run of URTTs.
Feedback from aggregated URTT outcomes using a risk-adjusted rate funnel plot is enhanced when follow-up examination of outlying hospitals is conducted with concurrent application of cumulative observed-minus-expected charts with cumulative sum signals.
为澳大利亚和新西兰医院的结直肠手术后非计划重返手术室(URTT)结果建立风险调整模型,并应用自上而下和自下而上的统计过程控制方法,以公平比较医院和外科医生的URTT率。
我们分析了2007年至2016年间向双边结直肠癌审计临床登记处提供数据的医院的URTT结果。考虑术前和术中协变量进行风险调整。绘制风险调整率漏斗图,用于医院间比较并识别URTT率异常高的外围医院。然后为外围医院内的外科医生呈现带有累积和信号的累积观察值减去预期值图表。
该研究纳入了70家医院的15134名患者和166名外科医生。加权平均URTT率为5.2%。风险调整模型确定了12个术前和术中变量,这些变量会显著增加URTT风险:男性、美国麻醉医师协会评分、急诊入院、中转入路、左半结肠切除术、全结肠切除术、直肠结肠切除术、低位前切除术、超低位前切除术、腹会阴联合切除术、器官切除和切除的淋巴结过多。右半结肠切除术显著降低了URTT风险。未发现URTT率因手术医生资历不同而有显著差异;然而,由于缺乏初级手术医生的数据,比较受到限制。漏斗图确定了5家医院为“可能的异常值”,医院T被确定为“确定的异常值”。带有累积和信号的累积观察值减去预期值图表显示,在医院T内,三名外科医生中有一名的URTT情况特别糟糕。
当对外围医院进行后续检查时,同时应用带有累积和信号的累积观察值减去预期值图表,使用风险调整率漏斗图汇总URTT结果的反馈会得到增强。